Improving the performance of web search using users' bookmarks

被引:1
|
作者
Jeong, KyungSeok [1 ]
Park, HyukRo [1 ]
Kim, SeokYoung [1 ]
机构
[1] Chonnam Natl Univ, Dept Comp Engn, Kwangju, South Korea
关键词
D O I
10.1109/ISITC.2007.80
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we propose using the bookmark and combination with the other feature for web search engine. As the majority of current web search engines use keyword-based method for similarity computing, they cannot discriminate important web pages among huge amount of search results. The proposed system reflects collaborative evaluation by users by accumulating the number of bookmark on a web page. In this paper we implement a user interface that helps to store bookmark count and click count separately according to pages by multiple users, and estimate a ranking function though several features on returned result page. The experimental results show that the accuracy of proposed system is improved by as much as 30.5% compared to conventional web search engines.
引用
收藏
页码:320 / 324
页数:5
相关论文
共 50 条
  • [41] Improving web image search results using query-relative classifiers
    Krapac, Josip
    Allan, Moray
    Verbeek, Jakob
    Jurie, Frederic
    2010 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2010, : 1094 - 1101
  • [42] Improving Web Services Design Quality Using Heuristic Search and Machine Learning
    Kessentini, Marouane
    Wang, Hanzhang
    Dea, Josselin Troh
    Ouni, Ali
    2017 IEEE 24TH INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS 2017), 2017, : 540 - 547
  • [43] Improving the relevance of web menus using search logs: a BBCi case study
    Huntington, Paul
    Nicholas, David
    ASLIB PROCEEDINGS, 2006, 58 (1-2): : 118 - 128
  • [44] Improving Web services performance using priority allocation method
    Kim, D
    Lee, S
    Han, S
    Abraham, A
    INTERNATIONAL CONFERENCE ON NEXT GENERATION WEB SERVICES PRACTICES, 2005, : 201 - 206
  • [45] A mechanism for improving web server performance using fuzzy concept
    Park, Bumjoo
    Park, Kiejin
    Shin, Dongmin
    Kim, Sungsoo
    2007 CIT: 7TH IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY, PROCEEDINGS, 2007, : 165 - +
  • [46] Improving the performance of personal name disambiguation using web directories
    Vu, Quang Minh
    Takasu, Atsuhiro
    Adachi, Jun
    INFORMATION PROCESSING & MANAGEMENT, 2008, 44 (04) : 1546 - 1561
  • [47] Improving Performance of Web Application approaches using Connection Pooling
    Gupta, Kirti
    Mathuria, Manish
    2017 INTERNATIONAL CONFERENCE OF ELECTRONICS, COMMUNICATION AND AEROSPACE TECHNOLOGY (ICECA), VOL 2, 2017, : 355 - 358
  • [48] Improving the Performance of Web Service Recommenders Using Semantic Similarity
    Adan-Coello, Juan Manuel
    Tobar, Carlos Miguel
    Yuming, Yang
    JOURNAL OF COMPUTER SCIENCE & TECHNOLOGY, 2014, 14 (02): : 80 - 87
  • [49] Improving Search Task Performance Using Subtle Gaze Direction
    McNamara, Ann
    Bailey, Reynold
    Grimm, Cindy
    APGV 2008: PROCEEDINGS OF THE SYMPOSIUM ON APPLIED PERCEPTION IN GRAPHICS AND VISUALIZATION, 2008, : 51 - +
  • [50] Improving Support Vector Machines Performance Using Local Search
    Consoli, S.
    Kustra, J.
    Vos, P.
    Hendriks, M.
    Mavroeidis, D.
    MACHINE LEARNING, OPTIMIZATION, AND BIG DATA, MOD 2017, 2018, 10710 : 16 - 28